* information about data available from [http://www.site.uottawa.ca/~vnastase/noun_modifier_data.html Vivi Nastase] and [http://www.csi.uottawa.ca/~vnastase/papers/wn_roget.ps Nastase and Szpakowicz (2003)]

* information about data available from [http://www.site.uottawa.ca/~vnastase/noun_modifier_data.html Vivi Nastase] and [http://www.csi.uottawa.ca/~vnastase/papers/wn_roget.ps Nastase and Szpakowicz (2003)]

Line 9:

Line 9:

== Five superclasses ==

== Five superclasses ==

−

* Causality: "cold virus"

+

* '''Causality:''' "cold virus", "onion tear"

−

* Temporality: "morning frost"

+

* '''Temporality:''' "morning frost", "summer travel"

−

* Spatial: "aquatic mammal"

+

* '''Spatial:''' "aquatic mammal", "west coast", "home remedy"

−

* Participant: "dream analysis"

+

* '''Participant:''' "dream analysis", "mail sorter", "blood donor"

−

* Quality: "copper coin"

+

* '''Quality:''' "copper coin", "rice paper", "picture book"

+

+

+

== Table of results ==

+

+

{| border="1" cellpadding="5" cellspacing="1" width="100%"

+

|-

+

! Algorithm

+

! Reference

+

! 5-class F-measure

+

! 5-class accuracy

+

! 95% confidence for accuracy

+

|-

+

| Baseline

+

| Majority class (Participant)

+

| NA

+

| 43.3%

+

| 39.39-47.30%

+

|-

+

| VSM

+

| Turney and Littman (2005)

+

| 43.2%

+

| 45.7%

+

| 41.75-49.70%

+

|-

+

| SVM+28

+

| Nulty (2007)

+

| NA

+

| 50.1%

+

| 46.11-54.09%

+

|-

+

| PERT

+

| Turney (2006a)

+

| 50.2%

+

| 54.0%

+

| 50.00-57.95%

+

|-

+

| TiMBL+WordNet

+

| Nastase et al. (2006)

+

| 51.5%

+

| NA

+

| NA

+

|-

+

| LRA

+

| Turney (2006b)

+

| 54.6%

+

| 58.0%

+

| 54.01-61.89%

+

|-

+

|}

+

+

+

== Explanation of table ==

+

+

* '''Algorithm''' = name of algorithm

+

* '''Reference''' = where to find out more about given algorithm and experiments